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April 5, 2023SHILAP Revista de lepidopterología353 citationsOpen Access

Building energy simulation and its application for building performance optimization: A review of methods, tools, and case studies

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YPYiqun PanMZMingya ZhuYLYan Lv

Key Points

  • To evaluate the performance, methods, tools, and transferability of building energy modeling across diverse building phases and spatial scales to guide performance-driven energy management.
  • Reviewed recent literature on building performance simulation (BPS) and building energy modeling (BEM) methods, frameworks, and applications.
  • Evaluated simulation techniques across building, system, and community scales spanning planning, design, retrofitting, and operation stages.
  • Classified core research into five main categories: performance-driven new and retrofit design, model-based operational optimization, data-driven digital twin integration, urban energy planning, and building-to-grid interaction for demand response.
  • Identified critical future priorities, including occupant behavior integration, machine learning adoption, model uncertainty quantification, and direct linkage with building monitoring systems.

Abstract

As one of the most important and advanced technology for carbon-mitigation in the building sector, building performance simulation (BPS) has played an increasingly important role with the powerful support of building energy modelling (BEM) technology for energy-efficient designs, operations, and retrofitting of buildings. Owing to its deep integration of multi-disciplinary approaches, the researchers, as well as tool developers and practitioners, are facing opportunities and challenges during the application of BEM at multiple scales and stages, e.g., building/system/community levels and planning/design/operation stages. By reviewing recent studies, this paper aims to provide a clear picture of how BEM performs in solving different research questions on varied scales of building phase and spatial resolution, with a focus on the objectives and frameworks, modelling methods and tools, applicability and transferability. To guide future applications of BEM for performance-driven building energy management, we classified the current research trends and future research opportunities into five topics that span through different stages and levels: (1) Simulation for performance-driven design for new building and retrofit design, (2) Model-based operational performance optimization, (3) Integrated simulation using data measurements for digital twin, (4) Building simulation supporting urban energy planning, and (5) Modelling of building-to-grid interaction for demand response. Additionally, future research recommendations are discussed, covering potential applications of BEM through integration with occupancy and behaviour modelling, integration with machine learning, quantification of model uncertainties, and linking to building monitoring systems.

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Cite This Study

Pan et al. (2023) studied this question.

synapsesocial.com/papers/69d6b0a541375cf86eed87fehttps://doi.org/10.1016/j.adapen.2023.100135
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